Triple

T16073264
Position Surface form Disambiguated ID Type / Status
Subject Transilien Line H E389916 entity
Predicate usesInfrastructure P6820 FINISHED
Object Persan–Beaumont–Valmondois branch
The Persan–Beaumont–Valmondois branch is a suburban railway line in the northern Île-de-France region that connects Persan-Beaumont to Valmondois as part of the Paris commuter rail network.
E1194731 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Persan–Beaumont–Valmondois branch | Statement: [Transilien Line H, usesInfrastructure, Persan–Beaumont–Valmondois branch]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Persan–Beaumont–Valmondois branch
Context triple: [Transilien Line H, usesInfrastructure, Persan–Beaumont–Valmondois branch]
  • A. Harcourt-Beuvron branch
    The Harcourt-Beuvron branch is a cadet line of the historic French noble House of Harcourt, descended from younger members of the family who established their own distinct lineage and titles.
  • B. Rohan-Soubise branch
    The Rohan-Soubise branch was a cadet line of the powerful French noble House of Rohan, centered on the Soubise title and estates.
  • C. La Marck-Bouillon branch
    The La Marck-Bouillon branch was a cadet line of the medieval noble House of La Marck associated with the lordship or principality of Bouillon.
  • D. Ambérieu–Mâcon railway
    The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
  • E. Lille–Béthune line
    The Lille–Béthune line is a railway route in northern France that connects the city of Lille with Béthune, serving as an important regional passenger and freight corridor.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Persan–Beaumont–Valmondois branch
Triple: [Transilien Line H, usesInfrastructure, Persan–Beaumont–Valmondois branch]
Generated description
The Persan–Beaumont–Valmondois branch is a suburban railway line in the northern Île-de-France region that connects Persan-Beaumont to Valmondois as part of the Paris commuter rail network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Persan–Beaumont–Valmondois branch
Target entity description: The Persan–Beaumont–Valmondois branch is a suburban railway line in the northern Île-de-France region that connects Persan-Beaumont to Valmondois as part of the Paris commuter rail network.
  • A. Harcourt-Beuvron branch
    The Harcourt-Beuvron branch is a cadet line of the historic French noble House of Harcourt, descended from younger members of the family who established their own distinct lineage and titles.
  • B. Rohan-Soubise branch
    The Rohan-Soubise branch was a cadet line of the powerful French noble House of Rohan, centered on the Soubise title and estates.
  • C. La Marck-Bouillon branch
    The La Marck-Bouillon branch was a cadet line of the medieval noble House of La Marck associated with the lordship or principality of Bouillon.
  • D. Ambérieu–Mâcon railway
    The Ambérieu–Mâcon railway is a rail line in eastern France that connects the town of Ambérieu-en-Bugey with Mâcon, forming part of the regional transport network in the Auvergne-Rhône-Alpes area.
  • E. Lille–Béthune line
    The Lille–Béthune line is a railway route in northern France that connects the city of Lille with Béthune, serving as an important regional passenger and freight corridor.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d86daf32ec8190a8c0466c8f49c3c0 completed April 10, 2026, 3:25 a.m.
NER Named-entity recognition batch_69e183c0390c8190b0da263cccec14e5 completed April 17, 2026, 12:50 a.m.
NED1 Entity disambiguation (via context triple) batch_69ffeb8f12708190956f203a3e58e18b completed May 10, 2026, 2:21 a.m.
NEDg Description generation batch_69ffec5cc1808190ae622027804b43f2 completed May 10, 2026, 2:24 a.m.
NED2 Entity disambiguation (via description) batch_69ffed56235c8190b2075cce605ecf03 completed May 10, 2026, 2:28 a.m.
Created at: April 10, 2026, 4:57 a.m.